{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0b617027-dfd9-4033-8480-d9065582bdc5",
   "metadata": {},
   "source": [
    "# Q. 81 - 90\n",
    "\n",
    "- 81. Hessianのコーナー検出\n",
    "- 82. Harrisのコーナー検出 (Step.1) Sobel + Gaussian\n",
    "- 83. Harrisのコーナー検出 (Step.2) コーナー検出\n",
    "- 84. 簡単な画像認識 (Step.1) 減色化 + ヒストグラム\n",
    "- 85. 簡単な画像認識 (Step.2) クラス判別\n",
    "- 86. 簡単な画像認識 (Step.3) 評価(Accuracy)\n",
    "- 87. 簡単な画像認識 (Step.4) k-NN\n",
    "- 88. K-means (Step.1) 重心作成\n",
    "- 89. K-means (Step.2) クラスタリング\n",
    "- 90. K-means (Step.3) 初期ラベルの変更"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "acc3449e-30e6-4209-8ea9-535964f0b876",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import cv2\n",
    "from skimage import io\n",
    "\n",
    "img_orig = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256.png')\n",
    "img_gray = cv2.cvtColor(img_orig, cv2.COLOR_RGB2GRAY)\n",
    "img_128 = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_128x128.png')\n",
    "img_gray_128 = cv2.cvtColor(img_128, cv2.COLOR_RGB2GRAY)\n",
    "img_noise = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_noise.png')\n",
    "img_dark = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_dark.png')\n",
    "img_dark_gray = cv2.cvtColor(img_dark, cv2.COLOR_RGB2GRAY)\n",
    "img_light = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_light.png')\n",
    "img_light_gray = cv2.cvtColor(img_light, cv2.COLOR_RGB2GRAY)\n",
    "\n",
    "img_thorino = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/thorino.jpg')\n",
    "img_thorino_gray = cv2.cvtColor(img_thorino, cv2.COLOR_RGB2GRAY)\n",
    "\n",
    "img_eye = io.imread(\"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_eye.png\")\n",
    "img_eye = cv2.cvtColor(img_eye, cv2.COLOR_RGBA2RGB)\n",
    "\n",
    "img_seg = io.imread(\"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/seg_sample.png\")\n",
    "img_connect = io.imread(\"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/connect_sample.png\")\n",
    "img_gazo = io.imread(\"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/gazo_sample.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b14a4545-8c95-4304-a47a-db17b337a5d1",
   "metadata": {},
   "source": [
    "# Q.81. Hessianのコーナー検出\n",
    "\n",
    "thorino.jpgにHessian(ヘシアン)のコーナー検出を行え。\n",
    "\n",
    "コーナー検出とはエッジにおける角の点を検出することである。\n",
    "\n",
    "コーナーは曲率が大きくなる点であり、次式のガウス曲率において、\n",
    "\n",
    "```bash\n",
    "ガウス曲率 K = det(H) / (1 + Ix^2 + Iy^2)^2\n",
    "\n",
    "det(H) = Ixx Iyy - IxIy^2\n",
    "H ... ヘシアン行列。画像の二次微分(グレースケール画像などに対して、Sobelフィルタを掛けて求められる)。画像上の一点に対して、次式で定義される。\n",
    "Ix ... x方向のsobelフィルタを掛けたもの。 \n",
    "Iy ... y方向のsobelフィルタを掛けたもの。\n",
    "H = [ Ix^2  IxIy]\n",
    "      IxIy  Iy^2\n",
    "```\n",
    "\n",
    "ヘシアンのコーナー検出では、det(H)が極大点をコーナーとみなす。 極大点は注目画素と8近傍を比較して、注目画素の値が最大であれば極大点として扱う。\n",
    "\n",
    "解答ではdet(H)が極大点かつ、max(det(H))*0.1を超過する点をコーナーとしている。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "79d867a2-2d18-4169-b13c-86562a499862",
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 864x864 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def hessian_corner(gray):\n",
    "\n",
    "    ## Sobel\n",
    "    def sobel_filtering(gray):\n",
    "        # get shape\n",
    "        H, W = gray.shape\n",
    "\n",
    "        # sobel kernel\n",
    "        sobely = np.array(((1, 2, 1),\n",
    "                        (0, 0, 0),\n",
    "                        (-1, -2, -1)), dtype=np.float32)\n",
    "\n",
    "        sobelx = np.array(((1, 0, -1),\n",
    "                        (2, 0, -2),\n",
    "                        (1, 0, -1)), dtype=np.float32)\n",
    "\n",
    "        # padding\n",
    "        tmp = np.pad(gray, (1, 1), 'edge')\n",
    "\n",
    "        # prepare\n",
    "        Ix = np.zeros_like(gray, dtype=np.float32)\n",
    "        Iy = np.zeros_like(gray, dtype=np.float32)\n",
    "\n",
    "        # get differential\n",
    "        for y in range(H):\n",
    "            for x in range(W):\n",
    "                Ix[y, x] = np.mean(tmp[y : y  + 3, x : x + 3] * sobelx)\n",
    "                Iy[y, x] = np.mean(tmp[y : y + 3, x : x + 3] * sobely)\n",
    "\n",
    "        Ix2 = Ix ** 2\n",
    "        Iy2 = Iy ** 2\n",
    "        Ixy = Ix * Iy\n",
    "\n",
    "        return Ix2, Iy2, Ixy\n",
    "\n",
    "    ## Hessian\n",
    "    def corner_detect(gray, Ix2, Iy2, Ixy, pad=2):\n",
    "        # get shape\n",
    "        H, W = gray.shape\n",
    "\n",
    "        # prepare for show detection\n",
    "        out = np.array((gray, gray, gray))\n",
    "        out = np.transpose(out, (1,2,0))\n",
    "\n",
    "        # get Hessian value\n",
    "        Hes = np.zeros((H, W))\n",
    "\n",
    "        for y in range(H):\n",
    "            for x in range(W):\n",
    "                Hes[y,x] = Ix2[y,x] * Iy2[y,x] - Ixy[y,x] ** 2\n",
    "\n",
    "        ## Detect Corner and show\n",
    "        for y in range(H):\n",
    "            for x in range(W):\n",
    "                if Hes[y,x] == np.max(Hes[max(y-1, 0) : min(y+2, H), max(x-1, 0) : min(x+2, W)]) and Hes[y, x] > np.max(Hes) * 0.1:\n",
    "                    out[y - pad : y + pad, x - pad : x + pad] = [255, 0, 0]\n",
    "\n",
    "        out = out.astype(np.uint8)\n",
    "\n",
    "        return out\n",
    "\n",
    "    #  image sobel\n",
    "    Ix2, Iy2, Ixy = sobel_filtering(gray)\n",
    "\n",
    "    # corner detection\n",
    "    out = corner_detect(gray, Ix2, Iy2, Ixy)\n",
    "\n",
    "    return out\n",
    "\n",
    "img_thorino_hessian = hessian_corner(img_thorino_gray)\n",
    "\n",
    "fig, ax = plt.subplots(1, 2, figsize=(12, 12))\n",
    "ax[0].set_title(\"input\")\n",
    "ax[0].imshow(img_thorino, cmap=\"gray\")\n",
    "ax[1].set_title(\"output\")\n",
    "ax[1].imshow(img_thorino_hessian, cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1e33c0b5-23c0-4b34-a0fd-a71639f720af",
   "metadata": {},
   "source": [
    "# Q.82. Harrisのコーナー検出 (Step.1) Sobel + Gauusian\n",
    "\n",
    "ここからQ.83までthorino.jpgにHarris(ハリス)のコーナー検出を行っていく。\n",
    "\n",
    "Harrisのコーナー検出のアルゴリズムは、\n",
    "\n",
    "- グレースケールに対して、Sobelフィルタにより、ヘシアン行列を求める。\n",
    "\n",
    "```bash\n",
    "H = [ Ix^2  IxIy]\n",
    "      IxIy  Iy^2\n",
    "```\n",
    "\n",
    "- Ix^2, Iy^2, IxIyにそれぞれガウシアンフィルターをかける。\n",
    "- 各ピクセル毎に、R = det(H) - k (trace(H))^2 を計算する。 (kは実験的に0.04 - 0.06らへんが良いとされる)\n",
    "- R >= max(R) * th を満たすピクセルがコーナーとなる。 (thは0.1となることが多い)\n",
    "\n",
    "Q.82-83においての各パラメータは以下の通り。\n",
    "\n",
    "ガウシアンフィルター(k=3, sigma=3)\n",
    "k = 0.04, th = 0.1\n",
    "ここでは1-3までを実装せよ。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "274f1f20-61c1-4ecb-9247-5b9a85e6136a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x216 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def Sobel_filtering(gray):\n",
    "    # get shape\n",
    "    H, W = gray.shape\n",
    "\n",
    "    # sobel kernel\n",
    "    sobely = np.array(((1, 2, 1),\n",
    "                    (0, 0, 0),\n",
    "                    (-1, -2, -1)), dtype=np.float32)\n",
    "\n",
    "    sobelx = np.array(((1, 0, -1),\n",
    "                    (2, 0, -2),\n",
    "                    (1, 0, -1)), dtype=np.float32)\n",
    "\n",
    "    # padding\n",
    "    tmp = np.pad(gray, (1, 1), 'edge')\n",
    "\n",
    "    # prepare\n",
    "    Ix = np.zeros_like(gray, dtype=np.float32)\n",
    "    Iy = np.zeros_like(gray, dtype=np.float32)\n",
    "\n",
    "    # get differential\n",
    "    for y in range(H):\n",
    "        for x in range(W):\n",
    "            Ix[y, x] = np.mean(tmp[y : y  + 3, x : x + 3] * sobelx)\n",
    "            Iy[y, x] = np.mean(tmp[y : y + 3, x : x + 3] * sobely)\n",
    "\n",
    "    Ix2 = Ix ** 2\n",
    "    Iy2 = Iy ** 2\n",
    "    Ixy = Ix * Iy\n",
    "\n",
    "    return Ix2, Iy2, Ixy\n",
    "\n",
    "\n",
    "# gaussian filtering\n",
    "def gaussian_filtering(I, K_size=3, sigma=3):\n",
    "    # get shape\n",
    "    H, W = I.shape\n",
    "\n",
    "    ## gaussian\n",
    "    I_t = np.pad(I, (K_size // 2, K_size // 2), 'edge')\n",
    "\n",
    "    # gaussian kernel\n",
    "    K = np.zeros((K_size, K_size), dtype=np.float32)\n",
    "    for x in range(K_size):\n",
    "        for y in range(K_size):\n",
    "            _x = x - K_size // 2\n",
    "            _y = y - K_size // 2\n",
    "            K[y, x] = np.exp( -(_x ** 2 + _y ** 2) / (2 * (sigma ** 2)))\n",
    "    K /= (sigma * np.sqrt(2 * np.pi))\n",
    "    K /= K.sum()\n",
    "\n",
    "    # filtering\n",
    "    for y in range(H):\n",
    "        for x in range(W):\n",
    "            I[y,x] = np.sum(I_t[y : y + K_size, x : x + K_size] * K)\n",
    "\n",
    "    return I\n",
    "\n",
    "\n",
    "# get difference image\n",
    "i_x2, i_y2, i_xy = Sobel_filtering(img_thorino_gray)\n",
    "\n",
    "# gaussian filtering\n",
    "i_x2 = gaussian_filtering(i_x2, K_size=3, sigma=3)\n",
    "i_y2 = gaussian_filtering(i_y2, K_size=3, sigma=3)\n",
    "i_xy = gaussian_filtering(i_xy, K_size=3, sigma=3)\n",
    "\n",
    "\n",
    "fig, ax = plt.subplots(1, 4, figsize=(15, 3))\n",
    "ax[0].set_title(\"input\")\n",
    "ax[0].imshow(img_thorino, cmap=\"gray\")\n",
    "ax[1].set_title(\"i_x2\")\n",
    "ax[1].imshow(i_x2, cmap=\"gray\")\n",
    "ax[2].set_title(\"i_y2\")\n",
    "ax[2].imshow(i_y2, cmap=\"gray\")\n",
    "ax[3].set_title(\"i_xy\")\n",
    "ax[3].imshow(i_xy, cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea31a447-a589-49c4-8937-e8ec4d95fdb2",
   "metadata": {},
   "source": [
    "# Q.83. Harrisのコーナー検出 (Step.2) コーナー検出\n",
    "\n",
    "ここではアルゴリズム4-5を実装せよ。\n",
    "\n",
    "4における k = 0.04、5におけるth = 0.1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "88f9ccd1-e11d-4ae4-9de9-72cb4432392d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x864 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def corner_detect(gray, Ix2, Iy2, Ixy, k=0.04, th=0.1):\n",
    "    # prepare output image\n",
    "    out = np.array((gray, gray, gray))\n",
    "    out = np.transpose(out, (1,2,0))\n",
    "\n",
    "    # get R\n",
    "    R = (Ix2 * Iy2 - Ixy ** 2) - k * ((Ix2 + Iy2) ** 2)\n",
    "\n",
    "    # detect corner\n",
    "    out[R >= np.max(R) * th] = [255, 0, 0]\n",
    "\n",
    "    out = out.astype(np.uint8)\n",
    "\n",
    "    return out\n",
    "\n",
    "out = corner_detect(img_thorino_gray, i_x2, i_y2, i_xy)\n",
    "\n",
    "fig, ax = plt.subplots(1, 2, figsize=(12, 12))\n",
    "ax[0].set_title(\"input\")\n",
    "ax[0].imshow(img_thorino, cmap=\"gray\")\n",
    "ax[1].set_title(\"output\")\n",
    "ax[1].imshow(out, cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34d65cdc-ace8-40d1-9a88-6f6e471e5d96",
   "metadata": {},
   "source": [
    "# Q.84. 簡単な画像認識 (Step.1) 減色化 + ヒストグラム\n",
    "\n",
    "ここでは簡単な画像認識を作成する。\n",
    "\n",
    "画像認識とは画像に写っているモノが何か（どのクラスに属するか）を特定するタスクである。 画像認識はよく、画像分類、Classification(クラス分類)、Categorization(カテゴライゼーション)、Clustering(クラスタリング)、などと呼ばれる。\n",
    "\n",
    "よくある手法は画像から何らかの特徴(HOGやSIFT, SURFなど)を抽出し、その特徴によりクラスを判別する。 CNNが流行る以前はこのアプローチがよく取られたが、CNNは特徴抽出から判別までを一括して行える。\n",
    "\n",
    "ここでは、画像の色ヒストグラムを用いた簡単な画像認識を行う。\n",
    "\n",
    "アルゴリズムとしては、\n",
    "\n",
    "- 画像(train_@@@.jpg)をリサイズし、減色処理(Q.6. RGBをそれぞれ4階調)する。\n",
    "- 減色処理した画像のヒストグラムを作成する。ここでのヒストグラムはRGBがそれぞれ4値をとるが、それらを区別するため、B=[1,4], G=[5,8], R=[9,12]のbin=12となる。それぞれの画像に対応するヒストグラムも保存する必要があるので注意。 　つまり、database = np.zeros((10(学習データ数), 13(RGB + class), dtype=np.int)　に学習データのヒストグラムを格納する必要がある。\n",
    "- ヒストグラムをデータベースとする。\n",
    "\n",
    "認識したい画像(test_@@@.jpg)とヒストグラムの差を計算して、特徴量とする。\n",
    "ヒストグラムの差の合計で、最小となった画像が予測となるクラスである。つまり、色が近い画像と同じクラスになると考えられる。\n",
    "ここでは1-3を実装し、ヒストグラムを可視化せよ。 学習データはdatasetフォルダにあり train_akahara_@@@.jpg (クラス1)と train_madara_@@@.jpg(クラス2) を用いる。(計10枚) akaharaとはアカハライモリ、madaraはマダライモリである。\n",
    "\n",
    "このような予め特徴量を保存しておくデータベース型は人工知能第一世代の手法である。ようは、全部のパターンを暗記しておけばOKという考え方である。ただし、そうするとメモリを大量に消費するので使用が限られる手法である。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ba8c8e83-bc5b-4963-a46e-43bed6a41dd4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_1.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_2.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_3.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_1.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_2.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_3.jpg\n"
     ]
    },
    {
     "data": {
      "image/png": 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tGxMnTmTChAmMGjWK++67j+OOO46ZM2cCcPbZZzNv3jyAvsAvgYsBIqJa0o3A0+ltfxIR1en53wMPAocC89PDzKxFuTFnZiVp/fr13HXXXbzyyisceuihjBo1ihkzZtR8odoYEZ+X9M9kjbR7079bUvlo4DbgfEl9gNHAScBngUWSvuBsumblqaU6J6ZPn15v+eLFi/cqk8Tdd9/NPffcsyIiBuRui4j7gfvrHhMRy8kaf2ZmrcaNuTbOPfZWynbt2sVf/vIXDjroIHbs2EHXrl1ZsmQJwJa0y1TgBrLG3Ij0HLLlVP4pDW8aAcyIiA+B1emO3mnAk4U7EzMzM7OW58acmZWkqqoqfvCDH9C9e3cOPfRQhg4dSv/+/Wnfvj2bN2+u2S033XdtivCI2CVpG9kamFXAUzlvXW+KcGeUs9bU2KLxxeg8c2deZfHv0ypJKV4zS5UToJhZSdqyZQuzZ89m9erV/PnPf2b79u08+uijrfZ5zihXWbZu3crIkSPp1asXvXv35sknn6S6upohQ4YA9JW0MCWsQJm7JK2S9KKkU2veR9JYSSvTY2yxzsfMzKw+bsyZWUlatGgRxx9/PB07duSggw7i3HPP5YknnmDr1q25u+Wm+65NES6pHXAkWSKUhlKHWwUbP348w4YN47XXXuOFF16gd+/eTJo0icGDBwOsABYDE9LuZwE902Mc2bBdJB0NXA8MJBuae31NA9DMrD7uSLJCq9hhlh5uYFbeunfvzlNPPcWOHTs49NBDWbx4MQMGDOCMM85g1qxZNV+ox/JJuu856fWTwEhgSUSEpDnAbyTdQZYApSewrMCnYwW0bds2Hn/8cR588EEADj74YA4++GBmz57N0qVLue666yCbb7kUuJZsXuW0iAjgKUntJXUFBgELa7ITSloIDAPqz5xhZm1eTUfSrFmz2LlzJzt27OCWW25h8ODBLFq0KLcj6Vr27EgaSNaRNDCnI2kAEMAzkuZExJZ6P9TatIptzJlZeRs4cCAjR47k1FNPpV27dpxyyimMGzeOb3zjG8yaNatLSmTyHHBfOuQ+4KFUXk2WwZKIeFnSTOAVYBdwhTNZVrbVq1fTsWNHLr74Yl544QX69+/P5MmT2bhxI127dq3Z7S2gc3peO98yqZlX2VB5m+F5K2b5c0eSFYOHWZpZyZo4cSKvvfYaK1as4KGHHuKQQw7hhBNOAHg1Ij4fEd9OWSqJiA/S689HxGkR8UbN+0TEzRHxuYg4MSK81lOF27VrF88++yyXX345zz33HIcddhiTJk3aY5/05Sla6jMljZO0XNLyt99+u6Xe1szKSG5H0imnnMJll13G9u3b3ZFkrcqNOTMzqyjdunWjW7duDBw4EICRI0fy7LPP0rlz55pF50m935vSIQ3Nq8x7vqUT6JiZO5KsGNyYMzOzitKlSxeOPfZYXn/9dSBbBLpPnz4MHz6cqVOn1uxWd77lmJSM4HRgW0RsABYAQyUdlRIWDE1lZmZ7cUeSFYPnzJmZWcX5xS9+wYUXXsjOnTs54YQTeOCBB/j4448ZNWoUQF9gKzAq7T4POBtYBewALgaIiGpJNwJPp/1+UjOHxcysrtyOpBNPPLG2I6lPnz776ki6UtIMsgQo2yJig6QFwC052XOHAtcV8lysfLgxZ2ZmFadfv34sX758r/LFixcjaUVEnFlTloY9XVHf+0TE/cD9rVZRM6so7kgqHCdoyrgxZ2ZmZmbWAtyRZIWW15y5lCp1lqTXJL0q6T9JOjotfLjSCyDaJZdcQqdOnejbt29tWc0imT179mTIkCFs2ZItjxIRXHXVVZAtnplXjEjqL+mlFFd3SVLhzs7MzMzMrPTkmwBlMvBoRPQC/gp4lWzBw8UR0ZNPFkCEPRdAHEe2ACI5CyAOBE4Drs8ZC2xl7qKLLuLRRx/do2zSpEkMHjyYlStXMnjw4NqMTvPnz2flypUAK8g/Ru4F/pZPYmtYq5+UmZmZmVkJa7QxJ+lI4KukhXkjYmdEbCVb6LBmNudU4Fvpee0CiBHxFFCzAOLXSQsgphXsaxZAtArw1a9+laOPPnqPstmzZzN2bHZzbezYsfz+97+vLR8zZgwA+cRI2nZERDyVhiRM45N4MzMzMzNrk/KZM3c88DbwgKS/Ap4BxgOdU+pm8AKIVo/cRTK7dOnCxo0bAVi/fj3HHpubcbfRGKlKz+uWF9W+Jt62lUm3ZmZmZlY8+QyzbAecCtwbEacA2/lkSCXQsgsgevHDyiSJQkxzc/yYmVlzvP766/Tr16/2ccQRR3DnnXdyww03AHxR0vPpcXbNMZKuS3O6X5f09ZzyYalslaQJ9XycmVmz5HNnbh2wLiL+lF7PImvMbZTUNa2Hke8CiIPqlC+t+2ERMQWYAjBgwIAWaSBacdQsktm1a1c2bNhAp06dAKiqqmLt2twbcI3GyPr0vO7+e3H8mJlZc5x44ok8//zzAOzevZuqqirOOeccHnjgAYCNEdEvd39JfYDRwEnAZ4FFkr6QNt8NDCH7LvW0pDkR8UpBTqQEeASLWetr9M5cRLwFrJV0YioaDLxCttBhTbbBugsgjklZLU8nLYAILACGSjoqJbUYmsqsQg0fPrx2kcypU6cyYsSI2vJp06YBkE+MpG3vSjo9ZbEcwyfxZmZm1ioWL17M5z73OY477rh97TYCmBERH0bEarI1w05Lj1UR8UZE7ARmpH3NzFpMvuvM/VfgYUkHA2+QLWp4ADBT0qXAm3gBxDbtggsuYOnSpbzzzjt069aNiRMnMmHCBEaNGsV9993Hcccdx8yZMwE4++yzmTdvHmSLZ/6S/GLk74EHgUOB+elhZmbWambMmMEFF1yQW9RJ0ovAcuC/pWRdVcBTOfvkzuuuOw98YCtW18zaoLwacxHxPDCgnk2D69nXCyC2QdOnT6+3fPHixXuVSeLuu+/mnnvuWRERe8RVQzESEcvJGn9mZmatbufOncyZM4dbb70VgMsvv5yJEye+RHbH7UbgZ8Alzf0cSePIlumhe/fuzX07s1bjYbON29fPCFrn55TvOnNmZgW3detWRo4cSa9evejduzdPPvkk1dXVAD3TwvILa9YiTEO770qJBvJajN7MrCHz58/n1FNPpXPnLFl3zb8R8THZqJLT0q77yhVQX/keImJKRAyIiAEdO3Zs6dMwswrnxpyZlazx48czbNgwXnvtNV544QV69+5ds/j8exHRE1jMJ9l1z+KTReXzXYzezKxe06dP32OI5YYNG3I3nwOsSM/nAKMlHSLpeLJr0DKyKQM9JR2fpqmMTvuambUYN+bMrCRt27aNxx9/nEsvvRSAgw8+mPbt2zN79myAzWm3qXyygPwIYFpkGl2MvoCnYmZlZvv27SxcuJBzzz23tuyHP/whQJ80Z+4M4PsAEfEyMJMsOdyjwBURsTsidgFXkiX3ehWYmfY1M2sxbsyZWUlavXo1HTt25OKLL+aUU07hsssuY/v27TWLz3+UdnsL6Jye72vR+frKzczqddhhh7F582aOPPLI2rKHHnoI4JWI+GJEDE+ZlgGIiJsj4nMRcWJEzM8pnxcRX0jbbi7oSZhZm+DGnJmVpF27dvHss89y+eWX89xzz3HYYYfVDLGslRIutch6gl5w3szMzMpNvksTVKRiZJwpR85eZMXQrVs3unXrxsCBWSbvkSNHMmnSJDp37sy2bdsOAkjDKDelQ/aVhGBQnfKldT/PC86bmZlZuWnTjTmzSlNJDe8uXbpw7LHH8vrrr3PiiSeyePFi+vTpQ58+fbj99ts7pN3G8skC8nOAKyXNIEt2si0iNkhaANySk/RkKHBdQU/GzMzMrBW4MWdmJesXv/gFF154ITt37uSEE07ggQce4OOPP+b2228/QtJK4E1gVNp9HnA2sArYQX6L0ZuZmZmVLTfmzKxk9evXj+XLl9e36d/rWXA+gCvq27mhxejNzMzMypkToJiZmZmZmZUhN+bMzKwi7d69m1NOOYVvfvObQLbcRUqo01fSb9NCzqTFnn8raZWkP0nqUfMekq5L5a9L+noxzsPMzKwhHmZZYiopgYWZWTFNnjyZ3r178+677wJw7bXX8v3vf58LLrhgBbAFuBS4N/27JSI+L2k0cBtwvqQ+wGjgJOCzwCJJX4iI3cU4HzMrD7t372bAgAFUVVUxd+5cVq9ezejRoyF1JAHfjYidkg4BpgH9gc3A+RGxBrKOJLJr027gqohYUJSTsZLnO3NmZlZx1q1bxyOPPMJll10GQESwZMkSRo4cWbPLVOBb6fmI9BpgFjBYklL5jIj4MCJWkyXXOa1Ap2BmZaqmI6lGTUcSkNuRBDkdScDPyTqSqNORNAy4R9KBBTsBKytuzJmZWcW5+uqr+elPf8oBB2R/5jZv3kz79u1p1652QMo6oCo9rwLWAkTELmAb0CG3vJ5jzMz24o4kKzQ35szMrKLMnTuXTp060b9//4J9pqRxkpZLWv72228X7HPNrLS4I8kKzY05MzOrKE888QRz5syhR48ejB49miVLljB+/Hi2bt3Krl27anbrBqxPz9cDxwJIagccSTZ/pba8nmP2EBFTImJARAzo2LFjK5yVmZU6dyRZMbgxZ2ZmFeXWW29l3bp1rFmzhhkzZvC1r32Nhx9+mDPOOINZs2bV7DYWmJ2ez0mvAUYCS9K6hXOA0Snb5fFAT2BZAU/FzMqIO5KsGPJuzEk6UNJzkuam18enFM6rnOLZzMxK3W233cYdd9wB0JdsKNN9adN9QAdJq4BrgAkAEfEyMBN4BXgUuMKZLM2sIe5IsmLYn6UJxgOvAkek17cBP4+IGZL+Gad4NjOzEjNo0CAGDRoEwAknnMCyZcuQtCIivl2zT0R8AHy7vuMj4mbg5kLU1cwq02233Va7NAGwmj07kh5KHUnVZN+TiYiXJdV0JO3CHUm2D3ndmZPUDfgG8Kv0WsDXyDLvgDPzmJmZmZkBWUfS3LlzgU86koAVEfHtiPgQso6k9PrzEXFaRLxRc3xE3BwRn4uIEyNiflFOwspCvnfm7gR+CByeXncAtqbMO7CPzDyScjPzPJXzns7MY2ZmZiWnR48eHH744Rx44IG0a9eO5cuXU11dDdBT0kpgDTAqIrakDuvJwNnADuCiiHgWQNJY4H+kt70pIqbu9WFmVnQ9JjzS4LY1k75RwJrsv0Ybc5K+CWyKiGckDWrtCkkaB4wD6N69e2t/nJmZUd5/yMxaw2OPPcYxxxxT+3rSpEkA70VET0kTyOZWXgucRTanqScwkGzKyUBJRwPXAwOAAJ6RNCcithT0RMysouUzzPLLwHBJa4AZZMMrJwPtU+YdaMHMPM7KY2ZmZqVm9uzZkH2fgb2nl0yLzFNk34+6Al8HFkZEdWrALQSGFbbWZlbpGr0zFxHXAdcBpDtzP4iICyX9jizzzgzqz8zzJDmZeSTNAX4j6Q6yBCjOzGOWp33dNYHKvnOye/duBgwYQFVVFXPnzmX16tUAvdKE8WeA70bETkmHANOA/mRfuM6PiDWQZdIlS860G7gqIhYU41zMrDxIYujQoUjie9/7HuPGjWPjxo0AH6Vd3gI6p+cNLfDshZ/NrNXtTzbLuq4FZki6CXgOZ+Yxs1YwefJkevfuzbvvvgvAtddeC7AxZcx1Jl0za3F//OMfqaqqYtOmTQwZMoRevXrtsT11UkdLfFa5Ti/x0Gyz0rBfjbmIWAosTc/foJ5slE7xbGYtZd26dTzyyCP8+Mc/5o477iAiWLJkCUDNnJOpwA1kjbkR6TlkmXT/qW4mXWB16mg6jWz0gJnZXqqqshtonTp14pxzzmHZsmV07tyZbdu2HQSQhlFuSrs3NI1kPTCoTvnSup8VEVOAKQADBgyot4HohlPj2vIIFmvb8l403Mys0K6++mp++tOfcsAB2aVq8+bNtG/fPneXBjPpArmZdD3Uyczysn37dt57773a53/4wx/o27cvw4cPh+yaAntPLxmjzOnAtojYACwAhko6StJRwNBUZmbWYpozzNLMrNXMnTuXTp060b9/f5YuXdrqn1euQ53MrGVt3LiRc845B4Bdu3bxne98h2HDhvGlL32J22+//Yi0NMGbwKh0yDyyZQlWkS1NcDFARFRLuhF4Ou33k4ioLuS5mFnlc2POzErSE088wZw5c5g3bx4ffPAB7777LuPHj2fr1q25u9WXSXddUzPp0shQJzOrfCeccAIvvPDCXuUdOnQA+PeIGJBbHhEBXFHfe0XE/cD9rVBNMzPAjTkzK1G33nort956KwBLly7l9ttv5+GHH+bb3/42s2bNOirt5ky6FczzhMqD5yqZmRWP58xZq+rRowcnn3wy/fr1Y8CArDOzurqaIUOGAPSVtDDNJSDNN7hL0ipJL0o6teZ9JI2VtDI9xhblZKwk3HbbbQBdUiKTDuyZSbdDKr+GbEFfIuJloCaT7qM4k66ZmZlVCN+Za4R7HJvvscce45hjjql9PWnSJAYPHsyiRYtWAIvJvnRfC5xFdtekJzCQLEPhQElHA9cDA4AAnpE0Jy3Cam3AoEGDGDRoEJANgQJerWeokzPpmpmZWZviO3NWcLNnz2bs2Nqba1OBb6XnI4BpkXkKaJ/SP38dWBgR1akBtxAYVuBqm5mZmZmVFDfmrFVJYujQofTv358pU6YAWaawrl271uzyFtA5PW8ohbxTy5uZmZmZ1eFhltYiGhqOuuvsG3j27rFs2rSJIUOG0KtXrz22pwQVLZY50OnlzczMzKytcGPOWlW7w7O5cp06deKcc85h2bJldO7cmQ0bNgCQhlFuSrs3lEJ+PTCoTvnS+j7P6eWtHHgurpmZFYL/3lQ+D7O0VvPxzg/4+MMdAGzfvp0//OEP9O3bl+HDhzN16tSa3eqmlh+TslqeDmyLiA3AAmCopKNS5suhqczMzMzMrM3ynTlrNbt3bOXtf72Jv1pyE7t27eI73/kOw4YN40tf+hKjRo0C6AtsBUalQ+YBZwOrgB3AxQARUS3pRuDptN9PIqK6kOdiZmZmZlZq3JizVnNQ+y589pJ/4oU6t/A7dOjA4sWLkbQiIs6sKY+IAK6o770i4n7g/latsFkjvIi1mZmZlRIPszQzMzMzMytDvjNXhjyZtXX552tW3tauXcuYMWPYuHEjkhg3bhzjx4+nurqa888/H6CvpIXAqIjYIknAZLJh3juAiyLiWQBJY4H/kd76poiYWs9Hmpn52mNF4cacmZlVlHbt2vGzn/2MU089lffee4/+/fszZMgQHnzwQQYPHsyiRYtWAIuBCcC1wFlAz/QYCNwLDJR0NHA9MAAI4BlJcyJiS1FOzKwCVdLwdV97rBjcmDMzs4rStWtXunbtCsDhhx9O7969Wb9+PbNnz2bp0qVcd911AFPJlji5FhgBTEvzdp+S1D4tmzIIWFiTcCn1qA8Dphf6nMys9PnaU5oqqcOgPo025iQdC0wDOpP1DkyJiMmp1+C3QA9gDb5lbGZWcJX+R6q51qxZw3PPPcfAgQPZuHFj7Rct4C2yv2sAVcDanMPWpbKGyvciaRwwDqB79+4tdwJmVpYKde0pR/671bLyuTO3C/hvEfGspMPJbvUuBC4CFkfEJEkT8C1jM7M2r5TmnL7//vucd9553HnnnRxxxBF7bIuIkBQt9VkRMQWYAjBgwIAWe9/6+ItQ62po3tMNN9wA8EVJz6ddfxQR8wAkXQdcCuwGroqIBal8GFkH94HAryJiUoFPx4qgkNcedyRZo425tGjzhvT8PUmvkvUOjCC7DQy+ZWxmZiXko48+4rzzzuPCCy/k3HPPBaBz585s2LABgPR3aVPafT1wbM7h3VLZej75O1dTvrRVK24tojmdCg3Ne0o2RkS/3P0l9QFGAycBnwUWSfpC2nw3MITszsrTqRP7lSackpWJQl97CtmRZKVpv5YmkNQDOAX4E9A5NfTAt4zNrIWtXbuWM844gz59+nDSSScxefJkAKqrqwF6SlopaaGkowCUuUvSKkkvSjq15r0kjU37r0zDva2CRQSXXnopvXv35pprrqktHz58OFOn1o7uHwvMTs/nAGNSDJ0ObEt/3xYAQyUdleJsaCqzCta1a1dOPTW7fOTOe9qHEcCMiPgwIlYDq4DT0mNVRLwRETuBGWlfq1C+9lgx5J0ARdJngH8Bro6Id7OpcZmWvGXs28VmBvvOCga8FxE9PcTb6vPEE0/w0EMPcfLJJ9OvXz8AbrnlFiZMmMCoUaMA+gJbgVHpkHlk87xXkc31vhggIqol3Qg8nfb7Sc3oEmsbcuc9PfHEEwCdJL0ILCebgrKFrGP6qZzDcjur63ZiDyxAta1IfO2xYsirMSfpILKG3MMR8a+peKOkrhGxoSVvGft2sZnBvrOCAZvTbh7ibXv5yle+QhYGe1u8eDGSVkTEmTVlKWauqG//iLgfuL9VKmolre68p8svv5yJEye+RHbH7UbgZ8Alzf0cd2JXDl97rBjyyWYp4D7g1Yi4I2fTHLJbxZPY+5bxlZJmkPVAbUsNvgXALTVDoshuGV/XMqdhZuWssYQOdbOCAR+lzR7ibWYtrqF5TwAR8bGkXwJz0+4NdWKzj/Ja7sQ2s+bI587cl4HvAi/lZnAia8TNlHQp8Ca+ZWxmraBQWcHcO25m0PC8p5oEFsk5wIr0fA7wG0l3kCVA6QksA0Q2v/d4skbcaOA7rX8GZtaW5JPN8o9kF6T6DK5nf98yNrMWEbt31ds7vm3btoOgZbOCuXfczKDheU/Tp08H6JPmzK0BvgcQES9Lmgm8Qrac0xURsRtA0pVkiSsOBO6PiJcLfDpmBeWlUwov7wQoZmaFFBFsnj+Z3md+ca+sYLfffnuH9NJDvM2sRTU07+nss8/m17/+9SsRMaDutoi4Gbi5nvJ5ZCOWzMxaxX4tTWBmVigfrn+F7S8/xpIlS+jXrx/9+vVj3rx5TJgwAeAISSuBM8mGfEP2hekNsiHevwT+HrIh3mTJCp5ODw/xNjMzs4rgO3NmVpI+1e0kjrt2Li/WPyzj3+v2jnuIt5mZmbU1bsyZmZmZtQGez2RWeTzM0szMzMzMrAz5zpxZK3IvqJkVQylee0qxTmZm5c6NOTOzErSvL77gL79mLcENTDMrd2XZmCvFi28p1snMzMzMzCpXWTbmrHHu1TeztsAdaWZm1pa5MWdmZnlxJ5GZmVnztWRHpBtzZm2M72SYmZmZVQYvTWBmZmZmZlaG3JgzMzMzMzMrQ27MmZmZmZmZlSHPmTMzMzMzSzy33MqJ78yZmZmZmZmVITfmzMzMzMzMylDBh1lKGgZMBg4EfhURkwpdBytPjh1rDsePNZVjx5qj3OKnFNeTLMU6FUK5xY4VR0Ebc5IOBO4GhgDrgKclzYmIVwpZDys/jh1rDsePNZVjx5rD8VO5WntenWPH8lXoYZanAasi4o2I2AnMAEYUuA5Wnhw71hyOH2sqx441h+PHmsqxY3kpdGOuClib83pdKjNrjGPHmsPxY03l2LHmcPxYUzl2LC+KiMJ9mDQSGBYRl6XX3wUGRsSVOfuMA8allycCrzfytscA77RCdQuhXOveUvU+LiI65rNjPrGTyttK/LT1eucdO+BrTx3lWm/wtacUtPV6+9rTdOVab/C1pxS09Xo3GDuFToCyHjg253W3VFYrIqYAU/J9Q0nLI2JAy1SvsMq17kWqd6OxA20nflzv/eZrT1Ku9QZfe0qB673ffO1JyrXe4GtPKXC9G1boYZZPAz0lHS/pYGA0MKfAdbDy5Nix5nD8WFM5dqw5HD/WVI4dy0tB78xFxC5JVwILyNKs3h8RLxeyDlaeHDvWHI4fayrHjjWH48eayrFj+Sr4OnMRMQ+Y14Jvmfet5RJUrnUvSr1bIXbAv4NCK1q9fe2pVa71Bl97SoHrvZ987alVrvUGX3tKgevdgIImQDEzMzMzM7OWUeg5c2ZmZmZmZtYCyroxJ2mYpNclrZI0odj1yZekNZJekvS8pOXFrk9DJN0vaZOkFTllR0taKGll+veoYtaxqco1dsDxUwrKNX4cO8VXrrEDjp9SUK7x49gpvnKNHXD8NKZsG3OSDgTuBs4C+gAXSOpT3FrtlzMiol+Jp1l9EBhWp2wCsDgiegKL0+uyUgGxA46foqmA+HHsFEkFxA44foqmAuLHsVMkFRA74PhpUNk25oDTgFUR8UZE7ARmACOKXKeKEhGPA9V1ikcAU9PzqcC3ClmnFuLYKQDHjzWVY8eaw/FjTeXYseYoVvyUc2OuClib83pdKisHAfxB0jOSxhW7Mvupc0RsSM/fAjoXszJNVM6xA46fYivn+HHsFFc5xw44foqtnOPHsVNc5Rw74PjZp4IvTWAAfCUi1kvqBCyU9FpqzZeViAhJTodaeI4fayrHjjWH48eayrFjzeH42YdyvjO3Hjg253W3VFbyImJ9+ncT8G9kt7/LxUZJXQHSv5uKXJ+mKNvYAcdPCSjb+HHsFF3Zxg44fkpA2caPY6foyjZ2wPHTmHJuzD0N9JR0vKSDgdHAnCLXqVGSDpN0eM1zYCiwYt9HlZQ5wNj0fCwwu4h1aaqyjB1w/JSIsowfx05JKMvYAcdPiSjL+HHslISyjB1w/OSjbIdZRsQuSVcCC4ADgfsj4uUiVysfnYF/kwTZz/83EfFocatUP0nTgUHAMZLWAdcDk4CZki4F3gRGFa+GTVPGsQOOn6Ir4/hx7BRZGccOOH6Krozjx7FTZGUcO+D4afxzIzz018zMzMzMrNyU8zBLMzMzMzOzNsuNOTMzMzMzszLkxpyZmZmZmVkZcmPOzMzMzMysDLkxZ2ZmZmZmVobcmDMzMzMzMytDbsyZmZmZmZmVITfmzMzMzMzMytD/Bx/P5YcvwbmtAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1080x144 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# dicrease color\n",
    "def dic_color(img):\n",
    "    img = img // 64 * 64 + 32\n",
    "    return img\n",
    "\n",
    "def get_feature(img):\n",
    "    feat = np.zeros(12, dtype=np.float32)\n",
    "    \n",
    "    for i in range(4):\n",
    "        feat[i,] = (img[..., 0] == (64 * i + 32)).sum() #len(np.where(img[..., 0] == (64 * j + 32))[0])\n",
    "        feat[i + 4] = (img[..., 1] == (64 * i + 32)).sum()\n",
    "        feat[i + 8] = (img[..., 2] == (64 * i + 32)).sum()\n",
    "        \n",
    "    return feat\n",
    "\n",
    "# database\n",
    "def get_db():\n",
    "    train_paths = [\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_3.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_3.jpg\"\n",
    "    ]\n",
    "    \n",
    "    # prepare database\n",
    "    db = np.zeros((len(train_paths), 13), dtype=np.float32)\n",
    "\n",
    "    # each image\n",
    "    for i, path in enumerate(train_paths):\n",
    "        print(path)\n",
    "        img = io.imread(path)\n",
    "        img = cv2.resize(img, (128, 128), interpolation=cv2.INTER_CUBIC)\n",
    "        img = dic_color(img)\n",
    "        feat = get_feature(img)\n",
    "        db[i, :-1] = feat\n",
    "\n",
    "        # get class\n",
    "        if 'akahara' in path:\n",
    "            cls = 0\n",
    "        elif 'madara' in path:\n",
    "            cls = 1\n",
    "\n",
    "        # store class label\n",
    "        db[i, -1] = cls\n",
    "\n",
    "    return db, train_paths\n",
    "\n",
    "# get database\n",
    "db, train_paths = get_db()\n",
    "\n",
    "fig, ax = plt.subplots(1, 6, figsize=(15, 2))\n",
    "\n",
    "for i in range(len(db)):\n",
    "    ax[i].set_title(train_paths[i].split(\"/\")[-1])\n",
    "    ax[i].bar(np.arange(12), db[i, :-1])\n",
    "    \n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "661363dc-80df-4c36-a7b9-96bc44f44670",
   "metadata": {},
   "source": [
    "# Q.85. 簡単な画像認識 (Step.2) クラス判別\n",
    "\n",
    "ここではアルゴリズム4-5を実装せよ。\n",
    "\n",
    "テストデータには akahara_@@@.jpgと madara_@@@.jpgを用いよ。 ただし、各画像と最もヒストグラム差分が小さい画像の名前と予測クラスの2つを出力せよ。\n",
    "\n",
    "これはNearesetNeighborと呼ばれる評価方法である。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2ce0a6f7-49ed-42a2-b6c8-86f7f685dda9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "akahara_1.jpg , pred >> akahara\n",
      "akahara_2.jpg , pred >> akahara\n",
      "akahara_3.jpg , pred >> akahara\n",
      "madara_1.jpg , pred >> madara\n",
      "madara_2.jpg , pred >> madara\n",
      "madara_3.jpg , pred >> madara\n"
     ]
    }
   ],
   "source": [
    "test_paths = [\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_3.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_3.jpg\"\n",
    "    ]\n",
    "\n",
    "for path in test_paths:\n",
    "    img = io.imread(path)\n",
    "    img = cv2.resize(img, (128, 128), interpolation=cv2.INTER_CUBIC)\n",
    "    img = dic_color(img)\n",
    "    feat = get_feature(img)\n",
    "\n",
    "    db_diff = np.abs(db[:, :-1] - feat)\n",
    "    distances = db_diff.sum(axis=1)\n",
    "    nearest = distances.argmin()\n",
    "    pred_cls = db[nearest, -1]\n",
    "    label = \"akahara\" if pred_cls == 0 else \"madara\"\n",
    "    \n",
    "    print(path.split(\"/\")[-1], \", pred >>\", label)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b10af35-8edd-44cb-a88a-ce6d18b0f0a4",
   "metadata": {},
   "source": [
    "# Q.86. 簡単な画像認識 (Step.3) 評価(Accuracy)\n",
    "\n",
    "ここでは画像認識の結果を評価する。\n",
    "\n",
    "画像認識の場合はどれくらい正解クラスを予想できたかを示すAccuracy(Precisionといったりもする)が一般的な評価指標である。Accuracyは次式で計算される。要はテストにおける得点率である。小数表示するときや、100掛けてパーセンテージで表すこともある。\n",
    "\n",
    "```bash\n",
    "Accuracy = (正解した画像数) / (テストした画像の総数)\n",
    "```\n",
    "\n",
    "以上を踏まえて、Q.85のAccuracyを求めよ。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f043293e-1547-47b0-b766-ed6b47f4e9e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "accuracy = 6 / 6\n",
    "accuracy"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "062b4f46-706b-43b5-8eb5-5f5250585617",
   "metadata": {},
   "source": [
    "# Q.87. 簡単な画像認識 (Step.4) k-NN\n",
    "\n",
    "Q.85ではmadara_2.jpgがアカハライモリと予測された。\n",
    "\n",
    "<img src=\"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_2.jpg\">\n",
    "\n",
    "これを回避するために、ここでは色合いが近い画像を3つ選び、それらの多数決によって予測クラスを決定する。\n",
    "\n",
    "このように特徴が近いものを学習データからk個選んで判断する手法をk近傍(k-NN: k-Nearest Neighbor)という。Q.85.のNN法はk=1の場合とみれる。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8a812c1c-e8dc-472b-b208-a8193c1ca8a8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "akahara_1.jpg , pred >> akahara\n",
      "akahara_2.jpg , pred >> akahara\n",
      "akahara_3.jpg , pred >> akahara\n",
      "madara_1.jpg , pred >> madara\n",
      "madara_2.jpg , pred >> madara\n",
      "madara_3.jpg , pred >> madara\n"
     ]
    }
   ],
   "source": [
    "k = 3\n",
    "\n",
    "from collections import Counter\n",
    "\n",
    "for path in test_paths:\n",
    "    img = io.imread(path)\n",
    "    img = cv2.resize(img, (128, 128), interpolation=cv2.INTER_CUBIC)\n",
    "    img = dic_color(img)\n",
    "    feat = get_feature(img)\n",
    "\n",
    "    db_diff = np.abs(db[:, :-1] - feat)\n",
    "    distances = db_diff.sum(axis=1)\n",
    "    nearest = distances.argsort()[:k]\n",
    "    pred_cls = db[nearest, -1]\n",
    "    \n",
    "    counts = Counter(pred_cls).most_common()\n",
    "    label = \"akahara\" if counts[0][0] == 0 else \"madara\"\n",
    "    \n",
    "    print(path.split(\"/\")[-1], \", pred >>\", label)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a9386d9-4c7b-4d95-bb35-0ffd2d9af4ec",
   "metadata": {},
   "source": [
    "# Q.88. K-means (Step.1) 重心作成\n",
    "\n",
    "Q.84-87の画像認識は教師データを必要とするいわゆる教師あり学習(supervised-training)のものすごく簡単なものだったが、ここでは教師を必要としない教師なし学習(unsupervised-training)で画像を分類する。\n",
    "\n",
    "最も簡単な方法がK-meansクラスタリング法である。\n",
    "\n",
    "これは予めクラス数が分かっている場合に使うことができ、特徴量を重心に分けながらクラスタリングする手法である。\n",
    "\n",
    "K-Meansアルゴリズムとしては、\n",
    "\n",
    "1. データにそれぞれランダムにクラスを割り当てる。\n",
    "2. クラスごとに重心を計算する。\n",
    "3. 各データと重心の距離を計算し、最も距離が近い重心のクラスを割り当てる。\n",
    "4. 2-3をクラス変更がなくなるまで繰り返す。\n",
    "\n",
    "ここでは、trainの画像に対して次のように行う。\n",
    "\n",
    "1. 画像を減色化し、ヒストグラムを作成し、これを特徴量とする。\n",
    "2. 各画像にランダムに0か1のクラスを割り当てる。 (ここでは、クラス数=2, np.random.seed(1)　として、np.random.random() < thなら0、>= thなら1を割り当てる。th=0.5)\n",
    "3. クラスが0、１の特徴量の重心(mean)をそれぞれ取る。(重心は gs = np.zeros((Class, 12), dtype=np.float32)に格納する。)\n",
    "4. 各画像に対して、特徴量と重心の距離(ユークリッド距離(L1ノルム): 差を二乗し、その合計のsqrtをとったもの)を計算し、距離が近い重心のクラスを割り当てる。\n",
    "5. 3-4をクラスの変更がなくなるまで繰り返す。\n",
    "\n",
    "ここでは、1-3までを実装せよ(4,5のことを考えてループを作らなくてもよい)。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ce7ce666-adba-4e22-b1d4-0c254394f018",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "assigned label\n",
      "[0. 1. 1. 0. 1. 1.]\n",
      "Grabity\n",
      "[[3673.   6966.   3607.   2138.   3707.   7019.   3859.   1799.   3996.5\n",
      "  6818.   3551.5  2018.  ]\n",
      " [2611.   7386.75 5079.75 1306.5  2404.75 7201.75 5536.75 1240.75 2751.5\n",
      "  6570.75 5746.5  1315.25]]\n"
     ]
    }
   ],
   "source": [
    "def assign_label_init(db, paths, class_n=2):\n",
    "    feats = db.copy()\n",
    "\n",
    "    # assign random label\n",
    "    np.random.seed(0)\n",
    "    feats[:, -1] = np.random.randint(0, class_n, (len(db)))\n",
    "\n",
    "    # prepare gravity\n",
    "    gs = np.zeros((class_n, feats.shape[1] - 1), dtype=np.float32)\n",
    "        \n",
    "    # get gravity\n",
    "    for i in range(class_n):\n",
    "        gs[i] = np.mean(feats[np.where(feats[..., -1] == i)[0], :12], axis=0)\n",
    "        \n",
    "    print(\"assigned label\")\n",
    "    print(feats[:, -1])\n",
    "    print(\"Grabity\")\n",
    "    print(gs)\n",
    "    \n",
    "assign_label_init(db, train_paths)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0e71b6c2-7f32-41fb-813e-8fafb82df465",
   "metadata": {},
   "source": [
    "# Q.89. K-means (Step.2) クラスタリング\n",
    "\n",
    "ここではアルゴリズム4-5も実装して、クラスタリングを行え。\n",
    "\n",
    "ここで予測クラスが0,1となっているが、Q.85-87と違いラベルの順番はバラバラである。 なので、K-meansはあくまでカテゴリ別に分類する手法であり、それが具体的に何のクラスかまでは分からない。 また、クラス数は予めこちらが知って置かなければいけない。\n",
    "\n",
    "K-meansクラスタリングでは最初に割り当てるラベルの状態によって、最後の出力が大きく左右されるので注意が必要である。 また、データ数が少ないと失敗しやすい。これはデータ数が少ないことで、真のデータの分布をサンプリングしにくいことが原因である。つまり、データ数が多いほどデータの分布が精度良くえられることによる。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a6f689f1-c559-4abc-a69d-f6da4406165e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "akahara_1.jpg  Pred: 1.0\n",
      "akahara_2.jpg  Pred: 1.0\n",
      "akahara_3.jpg  Pred: 0.0\n",
      "madara_1.jpg  Pred: 0.0\n",
      "madara_2.jpg  Pred: 0.0\n",
      "madara_3.jpg  Pred: 1.0\n"
     ]
    }
   ],
   "source": [
    "def label_kmeans(db, paths, class_n=2):\n",
    "    feats = db.copy()\n",
    "    feat_n = feats.shape[1] - 1\n",
    "    \n",
    "    # assign random label\n",
    "    np.random.seed(0)\n",
    "    feats[:, -1] = np.random.randint(0, class_n, (len(db)))\n",
    "\n",
    "    # prepare gravity\n",
    "    gs = np.zeros((class_n, feat_n), dtype=np.float32)\n",
    "        \n",
    "    # get gravity\n",
    "    for i in range(class_n):\n",
    "        gs[i] = np.mean(feats[np.where(feats[..., -1] == i)[0], :feat_n], axis=0)\n",
    "\n",
    "    while True:\n",
    "        # prepare greavity\n",
    "        gs = np.zeros((class_n, feat_n), dtype=np.float32)\n",
    "        change_count = 0\n",
    "\n",
    "        # compute gravity\n",
    "        for i in range(class_n):\n",
    "            gs[i] = np.mean(feats[np.where(feats[..., -1] == i)[0], :feat_n], axis=0)\n",
    "\n",
    "        # re-labeling\n",
    "        for i in range(len(feats)):\n",
    "            # get distance each nearest graviry\n",
    "            dis = np.sqrt(np.sum(np.square(np.abs(gs - feats[i, :feat_n])), axis=1))\n",
    "\n",
    "            # get new label\n",
    "            pred = np.argmin(dis, axis=0)\n",
    "\n",
    "            # if label is difference from old label\n",
    "            if int(feats[i, -1]) != pred:\n",
    "                change_count += 1\n",
    "                feats[i, -1] = pred\n",
    "\n",
    "        if change_count < 1:\n",
    "            break\n",
    "\n",
    "    for i in range(db.shape[0]):\n",
    "        print(paths[i].split(\"/\")[-1], \" Pred:\", feats[i, -1])\n",
    "        \n",
    "label_kmeans(db, train_paths)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5eeaec8d-f543-4d8a-ae53-3bc5c3257642",
   "metadata": {},
   "source": [
    "# Q.90. K-means データを増やす\n",
    "\n",
    "testの画像も加えてkmeansを行え。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "98e4834f-7818-44cf-a18a-1b38e9159729",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_1.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_2.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_3.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_1.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_2.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_3.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_1.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_2.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_3.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_1.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_2.jpg\n",
      "https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_3.jpg\n",
      "\n",
      "kmeans\n",
      "akahara_1.jpg  Pred: 1.0\n",
      "akahara_2.jpg  Pred: 1.0\n",
      "akahara_3.jpg  Pred: 0.0\n",
      "madara_1.jpg  Pred: 0.0\n",
      "madara_2.jpg  Pred: 0.0\n",
      "madara_3.jpg  Pred: 1.0\n",
      "akahara_1.jpg  Pred: 1.0\n",
      "akahara_2.jpg  Pred: 1.0\n",
      "akahara_3.jpg  Pred: 1.0\n",
      "madara_1.jpg  Pred: 0.0\n",
      "madara_2.jpg  Pred: 0.0\n",
      "madara_3.jpg  Pred: 0.0\n"
     ]
    }
   ],
   "source": [
    "def get_db_all():\n",
    "    train_paths = [\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/akahara_3.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/train/madara_3.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/akahara_3.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_1.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_2.jpg\",\n",
    "        \"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/test/madara_3.jpg\"\n",
    "    ]\n",
    "    \n",
    "    # prepare database\n",
    "    db = np.zeros((len(train_paths), 13), dtype=np.float32)\n",
    "\n",
    "    # each image\n",
    "    for i, path in enumerate(train_paths):\n",
    "        print(path)\n",
    "        img = io.imread(path)\n",
    "        img = cv2.resize(img, (128, 128), interpolation=cv2.INTER_CUBIC)\n",
    "        img = dic_color(img)\n",
    "        feat = get_feature(img)\n",
    "        db[i, :-1] = feat\n",
    "\n",
    "        # get class\n",
    "        if 'akahara' in path:\n",
    "            cls = 0\n",
    "        elif 'madara' in path:\n",
    "            cls = 1\n",
    "\n",
    "        # store class label\n",
    "        db[i, -1] = cls\n",
    "\n",
    "    return db, train_paths\n",
    "\n",
    "db2, train_paths2 = get_db_all()\n",
    "\n",
    "print(\"\\nkmeans\")\n",
    "label_kmeans(db2, train_paths2)"
   ]
  }
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